Generalized Additive Models


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Documentation for package ‘gam’ version 1.22-3

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gam-package Generalized Additive Models
anova.Gam Analysis of Deviance for a Generalized Additive Model
gam Fitting Generalized Additive Models
gam.control Auxilliary for controlling GAM fitting
gam.data Simulated dataset for gam
gam.exact A method for gam producing asymptotically exact standard errors for linear estimates
gam.fit Fitting Generalized Additive Models
gam.lo Specify a loess fit in a GAM formula
gam.newdata Simulated dataset for gam
gam.random Specify a Random Effects Fit in a GAM Formula
gam.s Specify a Smoothing Spline Fit in a GAM Formula
gam.scope Generate a scope for step.Gam
gam.smooth.list Smoothers available for backfitting
gam.smoothers Smoothers available for backfitting
kyphosis A classic example dataset for GAMs
lo Specify a loess fit in a GAM formula
na.gam.replace Missing Data Filter for GAMs
plot.Gam Plot Components of a GAM Object
plot.preplot.Gam Plot Components of a GAM Object
predict.Gam Predict method for GAM fits
preplot.Gam Plot Components of a GAM Object
random Specify a Random Effects Fit in a GAM Formula
s Specify a Smoothing Spline Fit in a GAM Formula
step.Gam Stepwise model builder for GAM
summary.Gam Analysis of Deviance for a Generalized Additive Model